The landscape within artificial intelligence has been rapidly evolving, with a notable shift towards edge computing. This paradigm presents significant advantages by processing data locally, reducing latency and enhancing real-time decision-making. Edge AI solutions are increasingly accessible, democratizing the field by enabling organizations of a